Update README - Run 20251012_181608

README.md

@@ -21,7 +21,7 @@ model-index:
       type: imagenet-1k
     metrics:
     - type: accuracy
-      value: 83.66
+      value: 84.31
 ---
 
 # David: Multi-Scale Crystal Classifier
@@ -51,19 +51,19 @@ as class prototypes with role-weighted similarity computation (Rose Loss).
 ## Performance
 
 ### Best Results
-- **Validation Accuracy**: 83.66%
-- **Best Epoch**: 0
-- **Final Train Accuracy**: 82.11%
+- **Validation Accuracy**: 84.31%
+- **Best Epoch**: 1
+- **Final Train Accuracy**: 87.16%
 
 ### Per-Scale Performance
-- **Scale 384**: 83.27%
-- **Scale 512**: 83.31%
-- **Scale 768**: 83.59%
-- **Scale 1024**: 83.50%
-- **Scale 1280**: 83.66%
-- **Scale 1536**: 83.51%
-- **Scale 1792**: 83.40%
-- **Scale 2048**: 83.60%
+- **Scale 384**: 83.96%
+- **Scale 512**: 84.16%
+- **Scale 768**: 84.10%
+- **Scale 1024**: 84.20%
+- **Scale 1280**: 84.31%
+- **Scale 1536**: 84.16%
+- **Scale 1792**: 84.13%
+- **Scale 2048**: 84.11%
 
 
 ## Usage
@@ -84,8 +84,8 @@ AbstractPhil/gated-david/
 │       └── 20251012_181608/
 │           ├── MODEL_SUMMARY.txt     # 🎯 Human-readable performance summary
 │           ├── training_history.json # 📈 Epoch-by-epoch training curve
-│           ├── best_model_acc83.66.safetensors  # ⭐ Accuracy in filename!
-│           ├── best_model_acc83.66_metadata.json
+│           ├── best_model_acc84.31.safetensors  # ⭐ Accuracy in filename!
+│           ├── best_model_acc84.31_metadata.json
 │           ├── final_model.safetensors
 │           ├── checkpoint_epoch_X_accYY.YY.safetensors
 │           ├── david_config.json
@@ -107,7 +107,7 @@ from huggingface_hub import hf_hub_download
 # Specify model variant and run
 model_name = "david_clip_vit_bigg14"
 run_id = "20251012_181608"
-accuracy = "83.66"  # From MODELS_INDEX.json
+accuracy = "84.31"  # From MODELS_INDEX.json
 
 # Download config
 config_path = hf_hub_download(
@@ -213,4 +213,4 @@ Special thanks to Claude (Anthropic) for debugging assistance.
 
 ---
 
-*Generated on 2025-10-12 18:19:44*
+*Generated on 2025-10-12 18:23:33*